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h1: A Taste of the Bitter Lesson in Automated Theorem Proving

## Episode Summary In this episode, we cover: - **h1: A Taste of the Bitter Lesson in Automated Theorem Proving** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.35962) - **Multiscale Policy Optimization for Long-Horizon LLM Agents** (Hugging Face Daily) - [Read more](https://huggingface.co/papers/2610.35013) - **GEPA-Curator: Curated Learning for Self Improving Agents** (arXiv) - [Read more](http://arxiv.org/abs/2610.37651v1) - **Heads of Security: Learned Attention Gates Improve Prompt Injection Robustness** (arXiv) - [Read more](http://arxiv.org/abs/2610.37657v1) -…

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